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Split or Stay Whole? Disaggregated vs. Monolithic LLM Serving on VMware Cloud Foundation

calendar_today July 31, 2026 person vmwareblogs domain cloudhealth

The particular combination of VMware Cloud Foundation (VCF), VMware vSphere Kubernetes Service (VKS), NVIDIA Run:ai, and NVIDIA Dynamo is not written down anywhere. So we wrote it down, ran a 120-billion-parameter Nemotron on it both ways, and found something we were not looking for. Every enterprise looking seriously at LLM infrastructure eventually reaches the same … Continued The post Split or Stay Whole?

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